Overview
Brought to you by YData
Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 3512392 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 1300 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 562.7 MiB |
| Average record size in memory | 168.0 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 11 |
| Dataset has 1300 (< 0.1%) duplicate rows | Duplicates |
Crossing is highly overall correlated with Traffic_Signal | High correlation |
Traffic_Signal is highly overall correlated with Crossing | High correlation |
Amenity is highly imbalanced (96.3%) | Imbalance |
Crossing is highly imbalanced (65.2%) | Imbalance |
Give_Way is highly imbalanced (97.9%) | Imbalance |
Junction is highly imbalanced (73.4%) | Imbalance |
No_Exit is highly imbalanced (98.9%) | Imbalance |
Railway is highly imbalanced (96.5%) | Imbalance |
Stop is highly imbalanced (92.7%) | Imbalance |
Traffic_Calming is highly imbalanced (99.5%) | Imbalance |
Traffic_Signal is highly imbalanced (52.7%) | Imbalance |
Duration_Seconds is highly skewed (γ1 = 44.26266856) | Skewed |
Severity is uniformly distributed | Uniform |
Reproduction
| Analysis started | 2024-11-27 16:06:49.135022 |
|---|---|
| Analysis finished | 2024-11-27 16:10:05.007769 |
| Duration | 3 minutes and 15.87 seconds |
| Software version | ydata-profiling vv4.11.0 |
| Download configuration | config.json |
Variables
Distance(mi)
Real number (ℝ)
| Distinct | 1124405 |
|---|---|
| Distinct (%) | 32.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6611225 × 10-16 |
| Minimum | -0.31162571 |
|---|---|
| Maximum | 216.3573 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2745017 |
| Negative (%) | 78.2% |
| Memory size | 26.8 MiB |
Quantile statistics
| Minimum | -0.31162571 |
|---|---|
| 5-th percentile | -0.31162571 |
| Q1 | -0.31162571 |
| median | -0.30772302 |
| Q3 | -0.064424494 |
| 95-th percentile | 1.173923 |
| Maximum | 216.3573 |
| Range | 216.66892 |
| Interquartile range (IQR) | 0.24720121 |
Descriptive statistics
| Standard deviation | 1.0000001 |
|---|---|
| Coefficient of variation (CV) | 3.7578132 × 1015 |
| Kurtosis | 1673.9463 |
| Mean | 2.6611225 × 10-16 |
| Median Absolute Deviation (MAD) | 0.0039026897 |
| Skewness | 19.924736 |
| Sum | 1.6734703 × 10-9 |
| Variance | 1.0000003 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.311625708 | 1711584 | |
| -0.306720922 | 84939 | 2.4% |
| -0.3067209221 | 6100 | 0.2% |
| -0.3077018792 | 1387 | < 0.1% |
| -0.3072114006 | 1315 | < 0.1% |
| -0.3062304434 | 1265 | < 0.1% |
| -0.2983827858 | 1231 | < 0.1% |
| -0.301816136 | 1228 | < 0.1% |
| -0.29691135 | 1224 | < 0.1% |
| -0.299363743 | 1186 | < 0.1% |
| Other values (1124395) | 1700933 |
| Value | Count | Frequency (%) |
| -0.311625708 | 1711584 | |
| -0.3116256961 | 1 | < 0.1% |
| -0.3116256403 | 1 | < 0.1% |
| -0.3116255749 | 1 | < 0.1% |
| -0.3116255307 | 1 | < 0.1% |
| -0.3116254697 | 1 | < 0.1% |
| -0.3116254237 | 1 | < 0.1% |
| -0.3116253982 | 1 | < 0.1% |
| -0.3116253406 | 1 | < 0.1% |
| -0.311625202 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 216.3572954 | 1 | |
| 164.7687599 | 1 | |
| 163.3267516 | 1 | |
| 124.4661269 | 1 | |
| 122.9064085 | 1 | |
| 118.5509562 | 1 | |
| 102.7281192 | 1 | |
| 89.50481293 | 1 | |
| 85.85565095 | 1 | |
| 79.39114661 | 2 |
Temperature(F)
Real number (ℝ)
| Distinct | 1875643 |
|---|---|
| Distinct (%) | 53.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.2629742 × 10-15 |
| Minimum | -8.6163943 |
|---|---|
| Maximum | 8.0760202 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1545484 |
| Negative (%) | 44.0% |
| Memory size | 26.8 MiB |
Quantile statistics
| Minimum | -8.6163943 |
|---|---|
| 5-th percentile | -1.8548385 |
| Q1 | -0.60854677 |
| median | 0.15155366 |
| Q3 | 0.73909829 |
| 95-th percentile | 1.3787944 |
| Maximum | 8.0760202 |
| Range | 16.692414 |
| Interquartile range (IQR) | 1.3476451 |
Descriptive statistics
| Standard deviation | 1.0000001 |
|---|---|
| Coefficient of variation (CV) | -7.9178194 × 1014 |
| Kurtosis | 0.1867772 |
| Mean | -1.2629742 × 10-15 |
| Median Absolute Deviation (MAD) | 0.64973187 |
| Skewness | -0.61446997 |
| Sum | -4.7803042 × 10-9 |
| Variance | 1.0000003 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7448922394 | 38816 | 1.1% |
| 0.5193190706 | 38549 | 1.1% |
| 0.2373526095 | 36664 | 1.0% |
| 0.4629257784 | 35628 | 1.0% |
| 0.632105655 | 35507 | 1.0% |
| 0.350139194 | 33937 | 1.0% |
| 0.8576788239 | 32098 | 0.9% |
| -0.2701870204 | 32045 | 0.9% |
| 0.01177944069 | 31511 | 0.9% |
| -0.04461385153 | 31505 | 0.9% |
| Other values (1875633) | 3166132 |
| Value | Count | Frequency (%) |
| -8.616394268 | 4 | < 0.1% |
| -5.853122949 | 1 | < 0.1% |
| -5.841196849 | 1 | < 0.1% |
| -5.683943073 | 1 | < 0.1% |
| -5.571156488 | 23 | |
| -5.565517195 | 1 | < 0.1% |
| -5.545226452 | 1 | < 0.1% |
| -5.531422643 | 1 | < 0.1% |
| -5.493761139 | 1 | < 0.1% |
| -5.447091245 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8.076020227 | 1 | < 0.1% |
| 7.060940967 | 1 | < 0.1% |
| 6.636863831 | 1 | < 0.1% |
| 6.102255 | 1 | < 0.1% |
| 6.023304391 | 1 | < 0.1% |
| 5.538322077 | 1 | < 0.1% |
| 4.87229758 | 1 | < 0.1% |
| 4.727002506 | 1 | < 0.1% |
| 4.564224822 | 1 | < 0.1% |
| 4.297669649 | 3 |
Humidity(%)
Real number (ℝ)
| Distinct | 1856469 |
|---|---|
| Distinct (%) | 52.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.0367805 × 10-15 |
| Minimum | -2.8388714 |
|---|---|
| Maximum | 1.542379 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1622247 |
| Negative (%) | 46.2% |
| Memory size | 26.8 MiB |
Quantile statistics
| Minimum | -2.8388714 |
|---|---|
| 5-th percentile | -1.8652602 |
| Q1 | -0.71207283 |
| median | 0.12621722 |
| Q3 | 0.83429809 |
| 95-th percentile | 1.3653587 |
| Maximum | 1.542379 |
| Range | 4.3812504 |
| Interquartile range (IQR) | 1.5463709 |
Descriptive statistics
| Standard deviation | 1.0000001 |
|---|---|
| Coefficient of variation (CV) | -4.9097098 × 1014 |
| Kurtosis | -0.58601353 |
| Mean | -2.0367805 × 10-15 |
| Median Absolute Deviation (MAD) | 0.75233592 |
| Skewness | -0.49340084 |
| Sum | -6.522896 × 10-9 |
| Variance | 1.0000003 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.542378954 | 73331 | 2.1% |
| 1.232593574 | 66741 | 1.9% |
| 1.099828411 | 39481 | 1.1% |
| 0.9670632481 | 39423 | 1.1% |
| 1.365358737 | 30538 | 0.9% |
| 1.055573357 | 29930 | 0.9% |
| 0.8342980852 | 29815 | 0.8% |
| 1.276848628 | 29646 | 0.8% |
| 0.7015329223 | 27940 | 0.8% |
| 0.5687677594 | 27126 | 0.8% |
| Other values (1856459) | 3118421 |
| Value | Count | Frequency (%) |
| -2.838871421 | 5 | < 0.1% |
| -2.794616367 | 32 | |
| -2.790840726 | 1 | < 0.1% |
| -2.786778631 | 1 | < 0.1% |
| -2.785544517 | 1 | < 0.1% |
| -2.780980555 | 1 | < 0.1% |
| -2.775682035 | 1 | < 0.1% |
| -2.774477351 | 1 | < 0.1% |
| -2.770729633 | 1 | < 0.1% |
| -2.765302559 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.542378954 | 73331 | |
| 1.542375543 | 1 | < 0.1% |
| 1.542374991 | 1 | < 0.1% |
| 1.542374647 | 1 | < 0.1% |
| 1.542372725 | 1 | < 0.1% |
| 1.542368432 | 1 | < 0.1% |
| 1.542366887 | 1 | < 0.1% |
| 1.542363032 | 1 | < 0.1% |
| 1.542359929 | 1 | < 0.1% |
| 1.542358175 | 1 | < 0.1% |
Pressure(in)
Real number (ℝ)
| Distinct | 1915329 |
|---|---|
| Distinct (%) | 54.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1373418 × 10-14 |
| Minimum | -29.716689 |
|---|---|
| Maximum | 29.375982 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1169583 |
| Negative (%) | 33.3% |
| Memory size | 26.8 MiB |
Quantile statistics
| Minimum | -29.716689 |
|---|---|
| 5-th percentile | -1.9473088 |
| Q1 | -0.18562827 |
| median | 0.31089211 |
| Q3 | 0.53144915 |
| 95-th percentile | 0.76140229 |
| Maximum | 29.375982 |
| Range | 59.092671 |
| Interquartile range (IQR) | 0.71707743 |
Descriptive statistics
| Standard deviation | 1.0000001 |
|---|---|
| Coefficient of variation (CV) | 3.1874122 × 1013 |
| Kurtosis | 17.893053 |
| Mean | 3.1373418 × 10-14 |
| Median Absolute Deviation (MAD) | 0.29412541 |
| Skewness | -3.3782853 |
| Sum | 1.1045995 × 10-7 |
| Variance | 1.0000003 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4966410593 | 28002 | 0.8% |
| 0.5271904324 | 27744 | 0.8% |
| 0.5475566812 | 27358 | 0.8% |
| 0.4762748106 | 26669 | 0.8% |
| 0.5781060542 | 26461 | 0.8% |
| 0.598472303 | 25088 | 0.7% |
| 0.4457254375 | 24648 | 0.7% |
| 0.5068241837 | 24570 | 0.7% |
| 0.5373735568 | 24557 | 0.7% |
| 0.5679229299 | 24540 | 0.7% |
| Other values (1915319) | 3252755 |
| Value | Count | Frequency (%) |
| -29.71668892 | 1 | < 0.1% |
| -29.7065058 | 3 | |
| -26.96724535 | 1 | < 0.1% |
| -26.95706222 | 2 | |
| -26.9468791 | 2 | |
| -18.19613393 | 1 | < 0.1% |
| -12.99599872 | 1 | < 0.1% |
| -12.88398435 | 1 | < 0.1% |
| -10.28728764 | 1 | < 0.1% |
| -10.13454078 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 29.37598175 | 1 | |
| 29.15195302 | 1 | |
| 29.09085427 | 1 | |
| 28.58169805 | 1 | |
| 26.50219086 | 1 | |
| 24.83931437 | 1 | |
| 23.71416461 | 1 | |
| 10.95011425 | 1 | |
| 10.16042608 | 1 | |
| 9.88903008 | 1 |
Visibility(mi)
Real number (ℝ)
| Distinct | 509336 |
|---|---|
| Distinct (%) | 14.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.2649162 × 10-16 |
| Minimum | -3.8777941 |
|---|---|
| Maximum | 42.894767 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 694537 |
| Negative (%) | 19.8% |
| Memory size | 26.8 MiB |
Quantile statistics
| Minimum | -3.8777941 |
|---|---|
| 5-th percentile | -2.2359955 |
| Q1 | 0.33595008 |
| median | 0.33595008 |
| Q3 | 0.33595008 |
| 95-th percentile | 0.33595008 |
| Maximum | 42.894767 |
| Range | 46.772561 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.0000001 |
|---|---|
| Coefficient of variation (CV) | -7.905663 × 1015 |
| Kurtosis | 80.165104 |
| Mean | -1.2649162 × 10-16 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.193761 |
| Sum | 8.1490725 × 10-10 |
| Variance | 1.0000003 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3359500846 | 2670321 | |
| -0.928173179 | 49520 | 1.4% |
| -0.08542433662 | 40285 | 1.1% |
| -0.5067987578 | 32304 | 0.9% |
| -1.770922021 | 32192 | 0.9% |
| -1.3495476 | 27583 | 0.8% |
| -2.192296443 | 26760 | 0.8% |
| -2.613670864 | 26483 | 0.8% |
| -3.035045285 | 25481 | 0.7% |
| -3.456419706 | 19807 | 0.6% |
| Other values (509326) | 561656 | 16.0% |
| Value | Count | Frequency (%) |
| -3.877794127 | 1153 | |
| -3.876701845 | 1 | < 0.1% |
| -3.876467326 | 1 | < 0.1% |
| -3.876173263 | 1 | < 0.1% |
| -3.875722741 | 1 | < 0.1% |
| -3.87521848 | 1 | < 0.1% |
| -3.875119917 | 1 | < 0.1% |
| -3.874803376 | 1 | < 0.1% |
| -3.874690077 | 1 | < 0.1% |
| -3.874613379 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 42.89476662 | 1 | < 0.1% |
| 38.25964799 | 6 | < 0.1% |
| 34.04590378 | 3 | < 0.1% |
| 31.9777354 | 1 | < 0.1% |
| 29.83215957 | 32 | |
| 29.13729807 | 1 | < 0.1% |
| 27.72528746 | 55 | |
| 27.66837187 | 1 | < 0.1% |
| 27.60820874 | 1 | < 0.1% |
| 26.98868201 | 1 | < 0.1% |
Wind_Direction
Real number (ℝ)
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.4574385 × 10-17 |
| Minimum | -1.4647811 |
|---|---|
| Maximum | 1.7873691 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1668072 |
| Negative (%) | 47.5% |
| Memory size | 26.8 MiB |
Quantile statistics
| Minimum | -1.4647811 |
|---|---|
| 5-th percentile | -1.4647811 |
| Q1 | -0.89087228 |
| median | 0.065642487 |
| Q3 | 0.8308543 |
| 95-th percentile | 1.5960661 |
| Maximum | 1.7873691 |
| Range | 3.2521502 |
| Interquartile range (IQR) | 1.7217266 |
Descriptive statistics
| Standard deviation | 1.0000001 |
|---|---|
| Coefficient of variation (CV) | 1.3409432 × 1016 |
| Kurtosis | -1.2184889 |
| Mean | 7.4574385 × 10-17 |
| Median Absolute Deviation (MAD) | 0.76521182 |
| Skewness | 0.012854768 |
| Sum | 3.1159608 × 10-10 |
| Variance | 1.0000003 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.464781148 | 470867 | 13.4% |
| 0.2569454415 | 268174 | 7.6% |
| 0.8308543048 | 207207 | 5.9% |
| 1.404763168 | 206835 | 5.9% |
| -0.6995693305 | 204385 | 5.8% |
| 0.06564248714 | 202253 | 5.8% |
| 0.6395513504 | 195316 | 5.6% |
| 1.022157259 | 192201 | 5.5% |
| -0.1256604673 | 186981 | 5.3% |
| 0.4482483959 | 182203 | 5.2% |
| Other values (8) | 1195970 |
| Value | Count | Frequency (%) |
| -1.464781148 | 470867 | |
| -1.273478194 | 181410 | 5.2% |
| -1.082175239 | 150971 | 4.3% |
| -0.8908722849 | 155168 | 4.4% |
| -0.6995693305 | 204385 | |
| -0.5082663761 | 158365 | 4.5% |
| -0.3169634217 | 159925 | 4.6% |
| -0.1256604673 | 186981 | 5.3% |
| 0.06564248714 | 202253 | |
| 0.2569454415 | 268174 |
| Value | Count | Frequency (%) |
| 1.787369077 | 84354 | 2.4% |
| 1.596066122 | 131332 | |
| 1.404763168 | 206835 | |
| 1.213460214 | 174445 | |
| 1.022157259 | 192201 | |
| 0.8308543048 | 207207 | |
| 0.6395513504 | 195316 | |
| 0.4482483959 | 182203 | |
| 0.2569454415 | 268174 | |
| 0.06564248714 | 202253 |
Wind_Speed(mph)
Real number (ℝ)
| Distinct | 1712599 |
|---|---|
| Distinct (%) | 48.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.0416201 × 10-16 |
| Minimum | -1.6227425 |
|---|---|
| Maximum | 174.03158 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1846147 |
| Negative (%) | 52.6% |
| Memory size | 26.8 MiB |
Quantile statistics
| Minimum | -1.6227425 |
|---|---|
| 5-th percentile | -1.6227425 |
| Q1 | -0.59625572 |
| median | -0.097809402 |
| Q3 | 0.51209365 |
| 95-th percentile | 1.7929953 |
| Maximum | 174.03158 |
| Range | 175.65432 |
| Interquartile range (IQR) | 1.1083494 |
Descriptive statistics
| Standard deviation | 1.0000001 |
|---|---|
| Coefficient of variation (CV) | -1.9834897 × 1015 |
| Kurtosis | 604.92832 |
| Mean | -5.0416201 × 10-16 |
| Median Absolute Deviation (MAD) | 0.54290847 |
| Skewness | 4.7633551 |
| Sum | 4.7293724 × 10-11 |
| Variance | 1.0000003 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.622742498 | 230012 | 6.5% |
| 0.01798359913 | 134474 | 3.8% |
| -0.555324426 | 110154 | 3.1% |
| -0.3418408117 | 106254 | 3.0% |
| -0.9822916546 | 104446 | 3.0% |
| -0.1283571973 | 98645 | 2.8% |
| 0.08512641699 | 87010 | 2.5% |
| 0.2986100313 | 77979 | 2.2% |
| -0.6407178717 | 68009 | 1.9% |
| -0.3845375345 | 67103 | 1.9% |
| Other values (1712589) | 2428306 |
| Value | Count | Frequency (%) |
| -1.622742498 | 230012 | |
| -1.622740869 | 1 | < 0.1% |
| -1.62274072 | 1 | < 0.1% |
| -1.622734507 | 1 | < 0.1% |
| -1.622731966 | 1 | < 0.1% |
| -1.622729354 | 1 | < 0.1% |
| -1.622727059 | 1 | < 0.1% |
| -1.622726042 | 1 | < 0.1% |
| -1.622723348 | 1 | < 0.1% |
| -1.622716321 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 174.0315754 | 2 | |
| 122.1977538 | 1 | |
| 52.81557915 | 1 | |
| 50.25377578 | 1 | |
| 47.90545603 | 1 | |
| 47.4784888 | 1 | |
| 45.65925011 | 1 | |
| 45.46710683 | 1 | |
| 44.06275097 | 2 | |
| 35.73689001 | 1 |
Weather_Condition
Real number (ℝ)
| Distinct | 143 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3144171 × 10-17 |
| Minimum | -1.1493993 |
|---|---|
| Maximum | 2.7579964 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2069211 |
| Negative (%) | 58.9% |
| Memory size | 26.8 MiB |
Quantile statistics
| Minimum | -1.1493993 |
|---|---|
| 5-th percentile | -0.98429812 |
| Q1 | -0.76416315 |
| median | -0.73664628 |
| Q3 | 1.1620179 |
| 95-th percentile | 1.354636 |
| Maximum | 2.7579964 |
| Range | 3.9073957 |
| Interquartile range (IQR) | 1.926181 |
Descriptive statistics
| Standard deviation | 1.0000001 |
|---|---|
| Coefficient of variation (CV) | 3.0171222 × 1016 |
| Kurtosis | -1.5040685 |
| Mean | 3.3144171 × 10-17 |
| Median Absolute Deviation (MAD) | 0.24765184 |
| Skewness | 0.48836104 |
| Sum | 1.5962609 × 10-10 |
| Variance | 1.0000003 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.7366462752 | 1022804 | |
| 1.162017856 | 392458 | 11.2% |
| -0.9842981184 | 364698 | 10.4% |
| -0.956781247 | 253823 | 7.2% |
| 1.327119085 | 213430 | 6.1% |
| 1.244568471 | 184271 | 5.2% |
| 0.5291298124 | 111245 | 3.2% |
| 1.739872157 | 76222 | 2.2% |
| 1.189534728 | 44991 | 1.3% |
| -0.9292643755 | 43707 | 1.2% |
| Other values (133) | 804743 |
| Value | Count | Frequency (%) |
| -1.149399347 | 20 | < 0.1% |
| -1.121882476 | 79 | < 0.1% |
| -1.094365604 | 24 | < 0.1% |
| -1.066848733 | 207 | < 0.1% |
| -1.039331861 | 222 | < 0.1% |
| -1.01181499 | 135 | < 0.1% |
| -0.9842981184 | 364698 | |
| -0.956781247 | 253823 | |
| -0.9292643755 | 43707 | 1.2% |
| -0.901747504 | 40566 | 1.2% |
| Value | Count | Frequency (%) |
| 2.757996401 | 58 | < 0.1% |
| 2.73047953 | 1883 | |
| 2.702962658 | 57 | < 0.1% |
| 2.675445787 | 89 | < 0.1% |
| 2.647928915 | 72 | < 0.1% |
| 2.620412044 | 59 | < 0.1% |
| 2.592895173 | 69 | < 0.1% |
| 2.565378301 | 835 | < 0.1% |
| 2.53786143 | 1602 | |
| 2.510344558 | 3382 |
Amenity
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.8 MiB |
| -0.06321243402403585 | |
|---|---|
| 15.819672433745573 | 13979 |
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 19.99204 |
| Min length | 18 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -0.06321243402403585 |
|---|---|
| 2nd row | -0.06321243402403585 |
| 3rd row | -0.06321243402403585 |
| 4th row | -0.06321243402403585 |
| 5th row | -0.06321243402403585 |
Common Values
| Value | Count | Frequency (%) |
| -0.06321243402403585 | 3498413 | |
| 15.819672433745573 | 13979 | 0.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.06321243402403585 | 3498413 | |
| 15.819672433745573 | 13979 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13993652 | |
| 3 | 10537176 | |
| 4 | 10523197 | |
| 2 | 10509218 | |
| 5 | 7038763 | |
| 1 | 3526371 | 5.0% |
| . | 3512392 | 5.0% |
| 6 | 3512392 | 5.0% |
| 8 | 3512392 | 5.0% |
| - | 3498413 | 5.0% |
| Other values (2) | 55916 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 63209077 | |
| Other Punctuation | 3512392 | 5.0% |
| Dash Punctuation | 3498413 | 5.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13993652 | |
| 3 | 10537176 | |
| 4 | 10523197 | |
| 2 | 10509218 | |
| 5 | 7038763 | |
| 1 | 3526371 | 5.6% |
| 6 | 3512392 | 5.6% |
| 8 | 3512392 | 5.6% |
| 7 | 41937 | 0.1% |
| 9 | 13979 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3512392 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3498413 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 70219882 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13993652 | |
| 3 | 10537176 | |
| 4 | 10523197 | |
| 2 | 10509218 | |
| 5 | 7038763 | |
| 1 | 3526371 | 5.0% |
| . | 3512392 | 5.0% |
| 6 | 3512392 | 5.0% |
| 8 | 3512392 | 5.0% |
| - | 3498413 | 5.0% |
| Other values (2) | 55916 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 70219882 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13993652 | |
| 3 | 10537176 | |
| 4 | 10523197 | |
| 2 | 10509218 | |
| 5 | 7038763 | |
| 1 | 3526371 | 5.0% |
| . | 3512392 | 5.0% |
| 6 | 3512392 | 5.0% |
| 8 | 3512392 | 5.0% |
| - | 3498413 | 5.0% |
| Other values (2) | 55916 | 0.1% |
Crossing
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.8 MiB |
| -0.2642536442661127 | |
|---|---|
| 3.7842429866093523 | 229261 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.934728 |
| Min length | 18 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -0.2642536442661127 |
|---|---|
| 2nd row | -0.2642536442661127 |
| 3rd row | 3.7842429866093523 |
| 4th row | -0.2642536442661127 |
| 5th row | 3.7842429866093523 |
Common Values
| Value | Count | Frequency (%) |
| -0.2642536442661127 | 3283131 | |
| 3.7842429866093523 | 229261 | 6.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.2642536442661127 | 3283131 | |
| 3.7842429866093523 | 229261 | 6.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 13820307 | |
| 6 | 13591046 | |
| 4 | 10307915 | |
| 1 | 6566262 | |
| 3 | 3970914 | 6.0% |
| 0 | 3512392 | 5.3% |
| . | 3512392 | 5.3% |
| 5 | 3512392 | 5.3% |
| 7 | 3512392 | 5.3% |
| - | 3283131 | 4.9% |
| Other values (2) | 917044 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 59710664 | |
| Other Punctuation | 3512392 | 5.3% |
| Dash Punctuation | 3283131 | 4.9% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 13820307 | |
| 6 | 13591046 | |
| 4 | 10307915 | |
| 1 | 6566262 | |
| 3 | 3970914 | 6.7% |
| 0 | 3512392 | 5.9% |
| 5 | 3512392 | 5.9% |
| 7 | 3512392 | 5.9% |
| 8 | 458522 | 0.8% |
| 9 | 458522 | 0.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3512392 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3283131 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 66506187 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 13820307 | |
| 6 | 13591046 | |
| 4 | 10307915 | |
| 1 | 6566262 | |
| 3 | 3970914 | 6.0% |
| 0 | 3512392 | 5.3% |
| . | 3512392 | 5.3% |
| 5 | 3512392 | 5.3% |
| 7 | 3512392 | 5.3% |
| - | 3283131 | 4.9% |
| Other values (2) | 917044 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 66506187 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 13820307 | |
| 6 | 13591046 | |
| 4 | 10307915 | |
| 1 | 6566262 | |
| 3 | 3970914 | 6.0% |
| 0 | 3512392 | 5.3% |
| . | 3512392 | 5.3% |
| 5 | 3512392 | 5.3% |
| 7 | 3512392 | 5.3% |
| - | 3283131 | 4.9% |
| Other values (2) | 917044 | 1.4% |
Give_Way
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.8 MiB |
| -0.04440461591472006 | |
|---|---|
| 22.52018127846251 | 6912 |
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 19.994096 |
| Min length | 17 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -0.04440461591472006 |
|---|---|
| 2nd row | -0.04440461591472006 |
| 3rd row | -0.04440461591472006 |
| 4th row | -0.04440461591472006 |
| 5th row | -0.04440461591472006 |
Common Values
| Value | Count | Frequency (%) |
| -0.04440461591472006 | 3505480 | |
| 22.52018127846251 | 6912 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.04440461591472006 | 3505480 | |
| 22.52018127846251 | 6912 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 17534312 | |
| 4 | 17534312 | |
| 1 | 7031696 | |
| 6 | 7017872 | |
| 2 | 3540040 | 5.0% |
| 5 | 3519304 | 5.0% |
| . | 3512392 | 5.0% |
| 7 | 3512392 | 5.0% |
| - | 3505480 | 5.0% |
| 9 | 3505480 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 63209232 | |
| Other Punctuation | 3512392 | 5.0% |
| Dash Punctuation | 3505480 | 5.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 17534312 | |
| 4 | 17534312 | |
| 1 | 7031696 | |
| 6 | 7017872 | |
| 2 | 3540040 | 5.6% |
| 5 | 3519304 | 5.6% |
| 7 | 3512392 | 5.6% |
| 9 | 3505480 | 5.5% |
| 8 | 13824 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3512392 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3505480 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 70227104 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 17534312 | |
| 4 | 17534312 | |
| 1 | 7031696 | |
| 6 | 7017872 | |
| 2 | 3540040 | 5.0% |
| 5 | 3519304 | 5.0% |
| . | 3512392 | 5.0% |
| 7 | 3512392 | 5.0% |
| - | 3505480 | 5.0% |
| 9 | 3505480 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 70227104 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 17534312 | |
| 4 | 17534312 | |
| 1 | 7031696 | |
| 6 | 7017872 | |
| 2 | 3540040 | 5.0% |
| 5 | 3519304 | 5.0% |
| . | 3512392 | 5.0% |
| 7 | 3512392 | 5.0% |
| - | 3505480 | 5.0% |
| 9 | 3505480 | 5.0% |
Junction
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.8 MiB |
| -0.21756616363716788 | |
|---|---|
| 4.596302951168838 | 158745 |
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 19.864413 |
| Min length | 17 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -0.21756616363716788 |
|---|---|
| 2nd row | -0.21756616363716788 |
| 3rd row | -0.21756616363716788 |
| 4th row | -0.21756616363716788 |
| 5th row | -0.21756616363716788 |
Common Values
| Value | Count | Frequency (%) |
| -0.21756616363716788 | 3353647 | |
| 4.596302951168838 | 158745 | 4.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.21756616363716788 | 3353647 | |
| 4.596302951168838 | 158745 | 4.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 6 | 17085725 | |
| 1 | 10378431 | |
| 7 | 10060941 | |
| 8 | 7183529 | |
| 3 | 7024784 | |
| 5 | 3671137 | 5.3% |
| 0 | 3512392 | 5.0% |
| . | 3512392 | 5.0% |
| 2 | 3512392 | 5.0% |
| - | 3353647 | 4.8% |
| Other values (2) | 476235 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 62905566 | |
| Other Punctuation | 3512392 | 5.0% |
| Dash Punctuation | 3353647 | 4.8% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 6 | 17085725 | |
| 1 | 10378431 | |
| 7 | 10060941 | |
| 8 | 7183529 | |
| 3 | 7024784 | |
| 5 | 3671137 | 5.8% |
| 0 | 3512392 | 5.6% |
| 2 | 3512392 | 5.6% |
| 9 | 317490 | 0.5% |
| 4 | 158745 | 0.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3512392 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3353647 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 69771605 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 6 | 17085725 | |
| 1 | 10378431 | |
| 7 | 10060941 | |
| 8 | 7183529 | |
| 3 | 7024784 | |
| 5 | 3671137 | 5.3% |
| 0 | 3512392 | 5.0% |
| . | 3512392 | 5.0% |
| 2 | 3512392 | 5.0% |
| - | 3353647 | 4.8% |
| Other values (2) | 476235 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 69771605 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 6 | 17085725 | |
| 1 | 10378431 | |
| 7 | 10060941 | |
| 8 | 7183529 | |
| 3 | 7024784 | |
| 5 | 3671137 | 5.3% |
| 0 | 3512392 | 5.0% |
| . | 3512392 | 5.0% |
| 2 | 3512392 | 5.0% |
| - | 3353647 | 4.8% |
| Other values (2) | 476235 | 0.7% |
No_Exit
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.8 MiB |
| -0.030856267985433485 | |
|---|---|
| 32.408326258770835 | 3341 |
Length
| Max length | 21 |
|---|---|
| Median length | 21 |
| Mean length | 20.997146 |
| Min length | 18 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -0.030856267985433485 |
|---|---|
| 2nd row | -0.030856267985433485 |
| 3rd row | -0.030856267985433485 |
| 4th row | -0.030856267985433485 |
| 5th row | -0.030856267985433485 |
Common Values
| Value | Count | Frequency (%) |
| -0.030856267985433485 | 3509051 | |
| 32.408326258770835 | 3341 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.030856267985433485 | 3509051 | |
| 32.408326258770835 | 3341 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 10537176 | |
| 8 | 10537176 | |
| 0 | 10533835 | |
| 5 | 10533835 | |
| 6 | 7021443 | |
| 4 | 7021443 | |
| 2 | 3519074 | 4.8% |
| 7 | 3515733 | 4.8% |
| . | 3512392 | 4.8% |
| - | 3509051 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 66728766 | |
| Other Punctuation | 3512392 | 4.8% |
| Dash Punctuation | 3509051 | 4.8% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 10537176 | |
| 8 | 10537176 | |
| 0 | 10533835 | |
| 5 | 10533835 | |
| 6 | 7021443 | |
| 4 | 7021443 | |
| 2 | 3519074 | 5.3% |
| 7 | 3515733 | 5.3% |
| 9 | 3509051 | 5.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3512392 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3509051 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 73750209 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 10537176 | |
| 8 | 10537176 | |
| 0 | 10533835 | |
| 5 | 10533835 | |
| 6 | 7021443 | |
| 4 | 7021443 | |
| 2 | 3519074 | 4.8% |
| 7 | 3515733 | 4.8% |
| . | 3512392 | 4.8% |
| - | 3509051 | 4.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 73750209 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 10537176 | |
| 8 | 10537176 | |
| 0 | 10533835 | |
| 5 | 10533835 | |
| 6 | 7021443 | |
| 4 | 7021443 | |
| 2 | 3519074 | 4.8% |
| 7 | 3515733 | 4.8% |
| . | 3512392 | 4.8% |
| - | 3509051 | 4.8% |
Railway
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.8 MiB |
| -0.0611780507827015 | |
|---|---|
| 16.345731634240927 | 13097 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.996271 |
| Min length | 18 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -0.0611780507827015 |
|---|---|
| 2nd row | -0.0611780507827015 |
| 3rd row | -0.0611780507827015 |
| 4th row | -0.0611780507827015 |
| 5th row | -0.0611780507827015 |
Common Values
| Value | Count | Frequency (%) |
| -0.0611780507827015 | 3499295 | |
| 16.345731634240927 | 13097 | 0.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0611780507827015 | 3499295 | |
| 16.345731634240927 | 13097 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 17509572 | |
| 1 | 10524079 | |
| 7 | 10524079 | |
| 5 | 7011687 | |
| 8 | 6998590 | 10.5% |
| 6 | 3525489 | 5.3% |
| 2 | 3525489 | 5.3% |
| . | 3512392 | 5.3% |
| - | 3499295 | 5.2% |
| 3 | 39291 | 0.1% |
| Other values (2) | 52388 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 59710664 | |
| Other Punctuation | 3512392 | 5.3% |
| Dash Punctuation | 3499295 | 5.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 17509572 | |
| 1 | 10524079 | |
| 7 | 10524079 | |
| 5 | 7011687 | |
| 8 | 6998590 | 11.7% |
| 6 | 3525489 | 5.9% |
| 2 | 3525489 | 5.9% |
| 3 | 39291 | 0.1% |
| 4 | 39291 | 0.1% |
| 9 | 13097 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3512392 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3499295 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 66722351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 17509572 | |
| 1 | 10524079 | |
| 7 | 10524079 | |
| 5 | 7011687 | |
| 8 | 6998590 | 10.5% |
| 6 | 3525489 | 5.3% |
| 2 | 3525489 | 5.3% |
| . | 3512392 | 5.3% |
| - | 3499295 | 5.2% |
| 3 | 39291 | 0.1% |
| Other values (2) | 52388 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 66722351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 17509572 | |
| 1 | 10524079 | |
| 7 | 10524079 | |
| 5 | 7011687 | |
| 8 | 6998590 | 10.5% |
| 6 | 3525489 | 5.3% |
| 2 | 3525489 | 5.3% |
| . | 3512392 | 5.3% |
| - | 3499295 | 5.2% |
| 3 | 39291 | 0.1% |
| Other values (2) | 52388 | 0.1% |
Stop
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.8 MiB |
| -0.09412835311470476 | |
|---|---|
| 10.623791524126649 | 30847 |
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 19.982435 |
| Min length | 18 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -0.09412835311470476 |
|---|---|
| 2nd row | -0.09412835311470476 |
| 3rd row | -0.09412835311470476 |
| 4th row | -0.09412835311470476 |
| 5th row | -0.09412835311470476 |
Common Values
| Value | Count | Frequency (%) |
| -0.09412835311470476 | 3481545 | |
| 10.623791524126649 | 30847 | 0.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.09412835311470476 | 3481545 | |
| 10.623791524126649 | 30847 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 10537176 | |
| 4 | 10506329 | |
| 0 | 10475482 | |
| 3 | 6993937 | |
| 7 | 6993937 | |
| 2 | 3574086 | 5.1% |
| 6 | 3574086 | 5.1% |
| 9 | 3543239 | 5.0% |
| . | 3512392 | 5.0% |
| 5 | 3512392 | 5.0% |
| Other values (2) | 6963090 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 63192209 | |
| Other Punctuation | 3512392 | 5.0% |
| Dash Punctuation | 3481545 | 5.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 10537176 | |
| 4 | 10506329 | |
| 0 | 10475482 | |
| 3 | 6993937 | |
| 7 | 6993937 | |
| 2 | 3574086 | 5.7% |
| 6 | 3574086 | 5.7% |
| 9 | 3543239 | 5.6% |
| 5 | 3512392 | 5.6% |
| 8 | 3481545 | 5.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3512392 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3481545 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 70186146 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 10537176 | |
| 4 | 10506329 | |
| 0 | 10475482 | |
| 3 | 6993937 | |
| 7 | 6993937 | |
| 2 | 3574086 | 5.1% |
| 6 | 3574086 | 5.1% |
| 9 | 3543239 | 5.0% |
| . | 3512392 | 5.0% |
| 5 | 3512392 | 5.0% |
| Other values (2) | 6963090 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 70186146 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 10537176 | |
| 4 | 10506329 | |
| 0 | 10475482 | |
| 3 | 6993937 | |
| 7 | 6993937 | |
| 2 | 3574086 | 5.1% |
| 6 | 3574086 | 5.1% |
| 9 | 3543239 | 5.0% |
| . | 3512392 | 5.0% |
| 5 | 3512392 | 5.0% |
| Other values (2) | 6963090 |
Traffic_Calming
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.8 MiB |
| -0.01886821470742019 | |
|---|---|
| 52.99918489939259 | 1250 |
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 19.998932 |
| Min length | 17 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -0.01886821470742019 |
|---|---|
| 2nd row | -0.01886821470742019 |
| 3rd row | -0.01886821470742019 |
| 4th row | -0.01886821470742019 |
| 5th row | -0.01886821470742019 |
Common Values
| Value | Count | Frequency (%) |
| -0.01886821470742019 | 3511142 | |
| 52.99918489939259 | 1250 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.01886821470742019 | 3511142 | |
| 52.99918489939259 | 1250 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14044568 | |
| 8 | 10535926 | |
| 1 | 10534676 | |
| 2 | 7024784 | |
| 4 | 7023534 | |
| 7 | 7022284 | |
| 9 | 3519892 | 5.0% |
| . | 3512392 | 5.0% |
| - | 3511142 | 5.0% |
| 6 | 3511142 | 5.0% |
| Other values (2) | 3750 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 63220556 | |
| Other Punctuation | 3512392 | 5.0% |
| Dash Punctuation | 3511142 | 5.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 14044568 | |
| 8 | 10535926 | |
| 1 | 10534676 | |
| 2 | 7024784 | |
| 4 | 7023534 | |
| 7 | 7022284 | |
| 9 | 3519892 | 5.6% |
| 6 | 3511142 | 5.6% |
| 5 | 2500 | < 0.1% |
| 3 | 1250 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3512392 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3511142 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 70244090 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 14044568 | |
| 8 | 10535926 | |
| 1 | 10534676 | |
| 2 | 7024784 | |
| 4 | 7023534 | |
| 7 | 7022284 | |
| 9 | 3519892 | 5.0% |
| . | 3512392 | 5.0% |
| - | 3511142 | 5.0% |
| 6 | 3511142 | 5.0% |
| Other values (2) | 3750 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 70244090 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 14044568 | |
| 8 | 10535926 | |
| 1 | 10534676 | |
| 2 | 7024784 | |
| 4 | 7023534 | |
| 7 | 7022284 | |
| 9 | 3519892 | 5.0% |
| . | 3512392 | 5.0% |
| - | 3511142 | 5.0% |
| 6 | 3511142 | 5.0% |
| Other values (2) | 3750 | < 0.1% |
Traffic_Signal
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.8 MiB |
| -0.33555425835747843 | |
|---|---|
| 2.9801439710375037 |
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 19.797597 |
| Min length | 18 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -0.33555425835747843 |
|---|---|
| 2nd row | -0.33555425835747843 |
| 3rd row | -0.33555425835747843 |
| 4th row | -0.33555425835747843 |
| 5th row | -0.33555425835747843 |
Common Values
| Value | Count | Frequency (%) |
| -0.33555425835747843 | 3156932 | |
| 2.9801439710375037 | 355460 | 10.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.33555425835747843 | 3156932 | |
| 2.9801439710375037 | 355460 | 10.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 16140120 | |
| 3 | 13694108 | |
| 4 | 9826256 | |
| 7 | 7380244 | |
| 8 | 6669324 | |
| 0 | 4223312 | 6.1% |
| . | 3512392 | 5.1% |
| 2 | 3512392 | 5.1% |
| - | 3156932 | 4.5% |
| 9 | 710920 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 62867596 | |
| Other Punctuation | 3512392 | 5.1% |
| Dash Punctuation | 3156932 | 4.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 16140120 | |
| 3 | 13694108 | |
| 4 | 9826256 | |
| 7 | 7380244 | |
| 8 | 6669324 | |
| 0 | 4223312 | 6.7% |
| 2 | 3512392 | 5.6% |
| 9 | 710920 | 1.1% |
| 1 | 710920 | 1.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3512392 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3156932 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 69536920 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 5 | 16140120 | |
| 3 | 13694108 | |
| 4 | 9826256 | |
| 7 | 7380244 | |
| 8 | 6669324 | |
| 0 | 4223312 | 6.1% |
| . | 3512392 | 5.1% |
| 2 | 3512392 | 5.1% |
| - | 3156932 | 4.5% |
| 9 | 710920 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 69536920 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 5 | 16140120 | |
| 3 | 13694108 | |
| 4 | 9826256 | |
| 7 | 7380244 | |
| 8 | 6669324 | |
| 0 | 4223312 | 6.1% |
| . | 3512392 | 5.1% |
| 2 | 3512392 | 5.1% |
| - | 3156932 | 4.5% |
| 9 | 710920 | 1.0% |
Civil_Twilight
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.8 MiB |
| 0.7139698745558026 | |
|---|---|
| -1.400619319718708 |
Length
| Max length | 18 |
|---|---|
| Median length | 18 |
| Mean length | 18 |
| Min length | 18 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.7139698745558026 |
|---|---|
| 2nd row | 0.7139698745558026 |
| 3rd row | 0.7139698745558026 |
| 4th row | -1.400619319718708 |
| 5th row | 0.7139698745558026 |
Common Values
| Value | Count | Frequency (%) |
| 0.7139698745558026 | 2326468 | |
| -1.400619319718708 | 1185924 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.7139698745558026 | 2326468 | |
| 1.400619319718708 | 1185924 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8210708 | |
| 1 | 7070164 | |
| 7 | 7024784 | |
| 9 | 7024784 | |
| 8 | 7024784 | |
| 5 | 6979404 | |
| 6 | 5838860 | |
| . | 3512392 | |
| 3 | 3512392 | |
| 4 | 3512392 | |
| Other values (2) | 3512392 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 58524740 | |
| Other Punctuation | 3512392 | 5.6% |
| Dash Punctuation | 1185924 | 1.9% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8210708 | |
| 1 | 7070164 | |
| 7 | 7024784 | |
| 9 | 7024784 | |
| 8 | 7024784 | |
| 5 | 6979404 | |
| 6 | 5838860 | |
| 3 | 3512392 | |
| 4 | 3512392 | |
| 2 | 2326468 | 4.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3512392 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1185924 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 63223056 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8210708 | |
| 1 | 7070164 | |
| 7 | 7024784 | |
| 9 | 7024784 | |
| 8 | 7024784 | |
| 5 | 6979404 | |
| 6 | 5838860 | |
| . | 3512392 | |
| 3 | 3512392 | |
| 4 | 3512392 | |
| Other values (2) | 3512392 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 63223056 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8210708 | |
| 1 | 7070164 | |
| 7 | 7024784 | |
| 9 | 7024784 | |
| 8 | 7024784 | |
| 5 | 6979404 | |
| 6 | 5838860 | |
| . | 3512392 | |
| 3 | 3512392 | |
| 4 | 3512392 | |
| Other values (2) | 3512392 |
Duration_Seconds
Real number (ℝ)
Skewed 
| Distinct | 1424948 |
|---|---|
| Distinct (%) | 40.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4505113 × 10-18 |
| Minimum | -0.035802414 |
|---|---|
| Maximum | 106.62736 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3463635 |
| Negative (%) | 98.6% |
| Memory size | 26.8 MiB |
Quantile statistics
| Minimum | -0.035802414 |
|---|---|
| 5-th percentile | -0.034016047 |
| Q1 | -0.033873766 |
| median | -0.031875656 |
| Q3 | -0.027786906 |
| 95-th percentile | -0.011570166 |
| Maximum | 106.62736 |
| Range | 106.66317 |
| Interquartile range (IQR) | 0.0060868595 |
Descriptive statistics
| Standard deviation | 1.0000001 |
|---|---|
| Coefficient of variation (CV) | 2.2469332 × 1017 |
| Kurtosis | 2434.0988 |
| Mean | 4.4505113 × 10-18 |
| Median Absolute Deviation (MAD) | 0.0020070834 |
| Skewness | 44.262669 |
| Sum | -1.0777512 × 10-10 |
| Variance | 1.0000003 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.01157016606 | 286118 | 8.1% |
| -0.03487148717 | 114460 | 3.3% |
| -0.03284528534 | 80778 | 2.3% |
| -0.03385838625 | 56582 | 1.6% |
| -0.03352293728 | 42424 | 1.2% |
| -0.03183218442 | 37849 | 1.1% |
| -0.03149673545 | 25825 | 0.7% |
| -0.03387864827 | 15699 | 0.4% |
| -0.03387977394 | 15598 | 0.4% |
| -0.0338775226 | 15447 | 0.4% |
| Other values (1424938) | 2821612 |
| Value | Count | Frequency (%) |
| -0.03580241435 | 1 | |
| -0.03568196791 | 2 | |
| -0.03564819788 | 1 | |
| -0.0356326182 | 1 | |
| -0.03561442785 | 1 | |
| -0.03554688778 | 2 | |
| -0.03552196226 | 1 | |
| -0.03551311775 | 2 | |
| -0.03550414765 | 1 | |
| -0.03550411241 | 1 |
| Value | Count | Frequency (%) |
| 106.6273649 | 1 | |
| 106.6107599 | 1 | |
| 106.6025226 | 1 | |
| 106.5934645 | 1 | |
| 106.5755263 | 1 | |
| 106.5720002 | 1 | |
| 106.5670211 | 1 | |
| 106.5625647 | 1 | |
| 106.5625343 | 1 | |
| 106.4871264 | 1 |
cluster
Real number (ℝ)
| Distinct | 10000 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.9432514 × 10-17 |
| Minimum | -1.3042532 |
|---|---|
| Maximum | 2.1592011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1953159 |
| Negative (%) | 55.6% |
| Memory size | 26.8 MiB |
Quantile statistics
| Minimum | -1.3042532 |
|---|---|
| 5-th percentile | -1.248486 |
| Q1 | -0.90072045 |
| median | -0.19652977 |
| Q3 | 0.78476497 |
| 95-th percentile | 1.8311792 |
| Maximum | 2.1592011 |
| Range | 3.4634543 |
| Interquartile range (IQR) | 1.6854854 |
Descriptive statistics
| Standard deviation | 1.0000001 |
|---|---|
| Coefficient of variation (CV) | 1.0057074 × 1016 |
| Kurtosis | -0.97880873 |
| Mean | 9.9432514 × 10-17 |
| Median Absolute Deviation (MAD) | 0.80083072 |
| Skewness | 0.48164241 |
| Sum | 2.1827873 × 10-10 |
| Variance | 1.0000003 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.248486036 | 15722 | 0.4% |
| -1.26961522 | 13831 | 0.4% |
| -1.211423369 | 10476 | 0.3% |
| -1.093654145 | 9629 | 0.3% |
| -1.123789211 | 7515 | 0.2% |
| -1.193757985 | 5571 | 0.2% |
| -1.181288303 | 4877 | 0.1% |
| -1.287280604 | 4825 | 0.1% |
| -1.087419304 | 4293 | 0.1% |
| -1.298018386 | 3876 | 0.1% |
| Other values (9990) | 3431777 |
| Value | Count | Frequency (%) |
| -1.304253227 | 168 | < 0.1% |
| -1.303906847 | 294 | < 0.1% |
| -1.303560467 | 1715 | |
| -1.303214087 | 515 | < 0.1% |
| -1.302867707 | 1078 | |
| -1.302521327 | 483 | < 0.1% |
| -1.302174947 | 822 | |
| -1.301828567 | 229 | < 0.1% |
| -1.301482187 | 1578 | |
| -1.301135806 | 287 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.159201084 | 21 | < 0.1% |
| 2.158854704 | 156 | |
| 2.158508323 | 108 | |
| 2.158161943 | 113 | |
| 2.157815563 | 124 | |
| 2.157469183 | 132 | |
| 2.157122803 | 178 | |
| 2.156776423 | 88 | < 0.1% |
| 2.156430043 | 233 | |
| 2.156083663 | 186 |
Severity
Categorical
Uniform 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.8 MiB |
| 2 | |
|---|---|
| 1 | |
| 3 | |
| 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 878098 | |
| 1 | 878098 | |
| 3 | 878098 | |
| 4 | 878098 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 878098 | |
| 1 | 878098 | |
| 3 | 878098 | |
| 4 | 878098 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 878098 | |
| 1 | 878098 | |
| 3 | 878098 | |
| 4 | 878098 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3512392 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 878098 | |
| 1 | 878098 | |
| 3 | 878098 | |
| 4 | 878098 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3512392 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 878098 | |
| 1 | 878098 | |
| 3 | 878098 | |
| 4 | 878098 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3512392 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 878098 | |
| 1 | 878098 | |
| 3 | 878098 | |
| 4 | 878098 |
Interactions
Correlations
| Amenity | Civil_Twilight | Crossing | Distance(mi) | Duration_Seconds | Give_Way | Humidity(%) | Junction | No_Exit | Pressure(in) | Railway | Severity | Stop | Temperature(F) | Traffic_Calming | Traffic_Signal | Visibility(mi) | Weather_Condition | Wind_Direction | Wind_Speed(mph) | cluster | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Amenity | 1.000 | 0.014 | 0.122 | 0.000 | 0.001 | 0.010 | 0.011 | 0.009 | 0.022 | 0.013 | 0.057 | 0.043 | 0.038 | 0.009 | 0.050 | 0.078 | 0.002 | 0.013 | 0.014 | 0.000 | 0.013 |
| Civil_Twilight | 0.014 | 1.000 | 0.067 | 0.003 | 0.013 | 0.010 | 0.250 | 0.016 | 0.007 | 0.012 | 0.009 | 0.273 | 0.013 | 0.263 | 0.003 | 0.088 | 0.017 | 0.123 | 0.141 | 0.002 | 0.030 |
| Crossing | 0.122 | 0.067 | 1.000 | 0.002 | 0.006 | 0.058 | 0.213 | 0.046 | 0.050 | 0.082 | 0.129 | 0.167 | 0.088 | 0.119 | 0.033 | 0.513 | 0.005 | 0.073 | 0.037 | 0.002 | 0.025 |
| Distance(mi) | 0.000 | 0.003 | 0.002 | 1.000 | 0.393 | 0.000 | 0.041 | 0.002 | 0.002 | 0.035 | 0.000 | 0.006 | 0.000 | -0.212 | 0.004 | 0.004 | -0.069 | -0.021 | -0.035 | 0.021 | -0.029 |
| Duration_Seconds | 0.001 | 0.013 | 0.006 | 0.393 | 1.000 | 0.000 | 0.005 | 0.006 | 0.000 | -0.059 | 0.002 | 0.022 | 0.002 | -0.099 | 0.000 | 0.008 | -0.032 | -0.032 | -0.029 | -0.028 | -0.032 |
| Give_Way | 0.010 | 0.010 | 0.058 | 0.000 | 0.000 | 1.000 | 0.005 | 0.000 | 0.011 | 0.006 | 0.004 | 0.027 | 0.036 | 0.005 | 0.004 | 0.057 | 0.007 | 0.011 | 0.005 | 0.000 | 0.013 |
| Humidity(%) | 0.011 | 0.250 | 0.213 | 0.041 | 0.005 | 0.005 | 1.000 | 0.017 | 0.008 | 0.120 | 0.009 | 0.092 | 0.013 | -0.336 | 0.003 | 0.212 | -0.469 | 0.076 | -0.235 | -0.241 | -0.001 |
| Junction | 0.009 | 0.016 | 0.046 | 0.002 | 0.006 | 0.000 | 0.017 | 1.000 | 0.004 | 0.054 | 0.008 | 0.168 | 0.009 | 0.034 | 0.002 | 0.061 | 0.009 | 0.049 | 0.041 | 0.000 | 0.015 |
| No_Exit | 0.022 | 0.007 | 0.050 | 0.002 | 0.000 | 0.011 | 0.008 | 0.004 | 1.000 | 0.005 | 0.006 | 0.018 | 0.025 | 0.003 | 0.033 | 0.026 | 0.012 | 0.006 | 0.006 | 0.000 | 0.007 |
| Pressure(in) | 0.013 | 0.012 | 0.082 | 0.035 | -0.059 | 0.006 | 0.120 | 0.054 | 0.005 | 1.000 | 0.010 | 0.104 | 0.001 | -0.112 | 0.005 | 0.094 | 0.025 | 0.017 | -0.107 | 0.017 | -0.055 |
| Railway | 0.057 | 0.009 | 0.129 | 0.000 | 0.002 | 0.004 | 0.009 | 0.008 | 0.006 | 0.010 | 1.000 | 0.035 | 0.012 | 0.005 | 0.004 | 0.046 | 0.003 | 0.008 | 0.020 | 0.000 | 0.019 |
| Severity | 0.043 | 0.273 | 0.167 | 0.006 | 0.022 | 0.027 | 0.092 | 0.168 | 0.018 | 0.104 | 0.035 | 1.000 | 0.065 | 0.170 | 0.014 | 0.213 | 0.018 | 0.148 | 0.084 | 0.001 | 0.065 |
| Stop | 0.038 | 0.013 | 0.088 | 0.000 | 0.002 | 0.036 | 0.013 | 0.009 | 0.025 | 0.001 | 0.012 | 0.065 | 1.000 | 0.013 | 0.020 | 0.017 | 0.004 | 0.015 | 0.019 | 0.000 | 0.011 |
| Temperature(F) | 0.009 | 0.263 | 0.119 | -0.212 | -0.099 | 0.005 | -0.336 | 0.034 | 0.003 | -0.112 | 0.005 | 0.170 | 0.013 | 1.000 | 0.002 | 0.128 | 0.232 | 0.073 | 0.133 | 0.059 | -0.005 |
| Traffic_Calming | 0.050 | 0.003 | 0.033 | 0.004 | 0.000 | 0.004 | 0.003 | 0.002 | 0.033 | 0.005 | 0.004 | 0.014 | 0.020 | 0.002 | 1.000 | 0.008 | 0.008 | 0.004 | 0.006 | 0.000 | 0.007 |
| Traffic_Signal | 0.078 | 0.088 | 0.513 | 0.004 | 0.008 | 0.057 | 0.212 | 0.061 | 0.026 | 0.094 | 0.046 | 0.213 | 0.017 | 0.128 | 0.008 | 1.000 | 0.006 | 0.074 | 0.035 | 0.001 | 0.051 |
| Visibility(mi) | 0.002 | 0.017 | 0.005 | -0.069 | -0.032 | 0.007 | -0.469 | 0.009 | 0.012 | 0.025 | 0.003 | 0.018 | 0.004 | 0.232 | 0.008 | 0.006 | 1.000 | -0.111 | 0.117 | 0.065 | -0.011 |
| Weather_Condition | 0.013 | 0.123 | 0.073 | -0.021 | -0.032 | 0.011 | 0.076 | 0.049 | 0.006 | 0.017 | 0.008 | 0.148 | 0.015 | 0.073 | 0.004 | 0.074 | -0.111 | 1.000 | 0.054 | 0.116 | 0.005 |
| Wind_Direction | 0.014 | 0.141 | 0.037 | -0.035 | -0.029 | 0.005 | -0.235 | 0.041 | 0.006 | -0.107 | 0.020 | 0.084 | 0.019 | 0.133 | 0.006 | 0.035 | 0.117 | 0.054 | 1.000 | 0.324 | 0.008 |
| Wind_Speed(mph) | 0.000 | 0.002 | 0.002 | 0.021 | -0.028 | 0.000 | -0.241 | 0.000 | 0.000 | 0.017 | 0.000 | 0.001 | 0.000 | 0.059 | 0.000 | 0.001 | 0.065 | 0.116 | 0.324 | 1.000 | 0.014 |
| cluster | 0.013 | 0.030 | 0.025 | -0.029 | -0.032 | 0.013 | -0.001 | 0.015 | 0.007 | -0.055 | 0.019 | 0.065 | 0.011 | -0.005 | 0.007 | 0.051 | -0.011 | 0.005 | 0.008 | 0.014 | 1.000 |
Missing values
Sample
| Distance(mi) | Temperature(F) | Humidity(%) | Pressure(in) | Visibility(mi) | Wind_Direction | Wind_Speed(mph) | Weather_Condition | Amenity | Crossing | Give_Way | Junction | No_Exit | Railway | Stop | Traffic_Calming | Traffic_Signal | Civil_Twilight | Duration_Seconds | cluster | Severity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | -0.226773 | 1.026859 | 0.391748 | 0.445725 | 0.33595 | -1.082175 | -0.341841 | -0.956781 | -0.063212 | -0.264254 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | 0.713970 | -0.026396 | -1.154617 | 2 |
| 1 | 0.817947 | 1.872758 | -1.289945 | 0.303162 | 0.33595 | 0.830854 | 0.512094 | -0.736646 | -0.063212 | -0.264254 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | 0.713970 | -0.033148 | -0.770482 | 2 |
| 2 | -0.301816 | 1.026859 | -0.404843 | 0.191147 | 0.33595 | -0.890872 | 0.298610 | -0.956781 | -0.063212 | 3.784243 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | 0.713970 | -0.030607 | -0.066984 | 2 |
| 3 | 2.161858 | 0.801286 | 0.480258 | -0.104163 | 0.33595 | -1.464781 | -1.622742 | -0.736646 | -0.063212 | -0.264254 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | -1.400619 | -0.019765 | 0.364952 | 2 |
| 4 | -0.292497 | -0.157400 | -1.511220 | 0.404993 | 0.33595 | -0.699569 | -0.982292 | -0.736646 | -0.063212 | 3.784243 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | 0.713970 | -0.025454 | -1.191333 | 2 |
| 5 | -0.311626 | 0.632106 | -0.360588 | 0.506824 | 0.33595 | 1.596066 | -0.128357 | -0.736646 | -0.063212 | -0.264254 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | 0.713970 | -0.032872 | 0.510432 | 2 |
| 6 | -0.311626 | 0.519319 | 0.170472 | 0.170781 | 0.33595 | 1.022157 | 0.939061 | 1.162018 | -0.063212 | -0.264254 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | 2.980144 | 0.713970 | -0.031847 | 1.509392 | 2 |
| 7 | -0.293478 | -1.510839 | -0.758884 | 0.934515 | 0.33595 | -0.316963 | -0.982292 | -0.736646 | -0.063212 | -0.264254 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | 0.713970 | -0.029707 | 1.154353 | 2 |
| 8 | -0.311626 | 0.857679 | -0.139313 | 0.415176 | 0.33595 | 1.213460 | -0.384538 | 1.162018 | -0.063212 | -0.264254 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | 0.713970 | -0.033891 | -1.207267 | 2 |
| 9 | -0.300835 | 0.462926 | -1.378455 | -3.647891 | 0.33595 | 1.213460 | -0.982292 | -0.736646 | -0.063212 | -0.264254 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | 0.713970 | -0.031900 | 1.320615 | 2 |
| Distance(mi) | Temperature(F) | Humidity(%) | Pressure(in) | Visibility(mi) | Wind_Direction | Wind_Speed(mph) | Weather_Condition | Amenity | Crossing | Give_Way | Junction | No_Exit | Railway | Stop | Traffic_Calming | Traffic_Signal | Civil_Twilight | Duration_Seconds | cluster | Severity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3512382 | 0.054090 | 0.448430 | 1.542379 | -0.320633 | 0.226189 | -1.464781 | -1.604450 | -0.736646 | -0.063212 | -0.264254 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | -1.400619 | -0.033948 | -0.925313 | 4 |
| 3512383 | 0.566713 | -1.827414 | 0.504798 | -1.061505 | 0.335950 | -0.125660 | 0.512094 | -0.956781 | -0.063212 | -0.264254 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | -1.400619 | -0.028793 | -0.822092 | 4 |
| 3512384 | 0.798187 | -0.471467 | -0.734683 | 0.168645 | 0.335950 | 1.404763 | 0.514481 | -0.736646 | -0.063212 | -0.264254 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | 0.713970 | -0.027780 | 0.019958 | 4 |
| 3512385 | -0.159026 | -0.610784 | 0.929632 | 0.146691 | 0.335950 | -1.273478 | -1.487318 | -0.791680 | -0.063212 | -0.264254 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | 0.713970 | -0.027065 | 0.069144 | 4 |
| 3512386 | 0.022008 | -0.452557 | 1.221708 | 0.350660 | 0.335950 | -0.508266 | 0.070570 | -0.984298 | -0.063212 | -0.264254 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | -1.400619 | -0.011570 | -0.636086 | 4 |
| 3512387 | 1.298817 | -1.743508 | -0.157833 | 0.827094 | 0.335950 | -1.464781 | 0.017984 | -0.984298 | -0.063212 | -0.264254 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | -1.400619 | -0.011570 | 1.446005 | 4 |
| 3512388 | 1.867429 | 0.768680 | 0.606362 | -1.573816 | -1.971040 | 0.448248 | 0.668904 | 1.987524 | -0.063212 | -0.264254 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | 0.713970 | -0.024489 | -0.875781 | 4 |
| 3512389 | 0.109063 | -0.310644 | -0.459202 | -0.515916 | 0.335950 | 1.022157 | 0.503971 | -0.901748 | -0.063212 | -0.264254 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | 0.713970 | -0.027563 | 1.267272 | 4 |
| 3512390 | 0.200890 | 0.203726 | 0.469374 | -0.474489 | 0.335950 | -0.316963 | -0.281907 | -0.736646 | -0.063212 | -0.264254 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | -1.400619 | -0.033943 | -1.248486 | 4 |
| 3512391 | -0.081688 | -0.161625 | 1.442927 | 0.377036 | -2.298026 | -0.699569 | -0.044823 | 1.189535 | -0.063212 | -0.264254 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | -1.400619 | -0.011570 | 0.604647 | 4 |
Duplicate rows
Most frequently occurring
| Distance(mi) | Temperature(F) | Humidity(%) | Pressure(in) | Visibility(mi) | Wind_Direction | Wind_Speed(mph) | Weather_Condition | Amenity | Crossing | Give_Way | Junction | No_Exit | Railway | Stop | Traffic_Calming | Traffic_Signal | Civil_Twilight | Duration_Seconds | cluster | Severity | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 56 | -0.311626 | 0.632106 | -1.245689 | 0.150415 | 0.335950 | -0.699569 | -0.128357 | -0.736646 | -0.063212 | -0.264254 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | 0.713970 | -0.033523 | -0.684926 | 1 | 29 |
| 27 | -0.311626 | -0.270187 | 0.790043 | 0.608655 | 0.335950 | 0.830854 | 0.512094 | -0.956781 | -0.063212 | 3.784243 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | 2.980144 | 0.713970 | -0.034871 | 1.726572 | 1 | 15 |
| 76 | -0.311626 | 1.139645 | -0.537609 | 0.527190 | 0.335950 | -1.082175 | -0.555324 | -0.736646 | -0.063212 | -0.264254 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | 0.713970 | -0.034871 | -1.260956 | 1 | 15 |
| 59 | -0.311626 | 0.744892 | -1.688240 | -2.415733 | 0.335950 | 1.022157 | 2.646930 | -0.736646 | -0.063212 | 3.784243 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | 10.623792 | -0.018868 | 2.980144 | -1.400619 | -0.032845 | -0.243291 | 1 | 14 |
| 106 | -0.301816 | -0.721333 | 0.922808 | 0.425359 | 0.335950 | 0.639551 | 0.085126 | -0.736646 | -0.063212 | -0.264254 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | -1.400619 | -0.033523 | -0.783298 | 1 | 14 |
| 984 | -0.089439 | 0.632106 | 1.055573 | 0.313345 | 0.335950 | -1.464781 | -1.622742 | -0.736646 | -0.063212 | -0.264254 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | -1.400619 | -0.033523 | 0.884176 | 1 | 13 |
| 11 | -0.311626 | -0.664940 | 0.657278 | 0.506824 | -1.770922 | 1.022157 | 0.298610 | -0.956781 | -0.063212 | -0.264254 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | 0.713970 | -0.034871 | -0.221123 | 1 | 12 |
| 12 | -0.311626 | -0.664940 | 1.542379 | 0.191147 | -3.772451 | -1.464781 | -1.622742 | -0.681613 | -0.063212 | 3.784243 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | -1.400619 | -0.033881 | -0.727184 | 1 | 12 |
| 77 | -0.311626 | 1.139645 | -0.095058 | 0.557740 | 0.335950 | -0.508266 | 0.298610 | -0.736646 | -0.063212 | -0.264254 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | -0.335554 | 0.713970 | -0.033523 | 1.686046 | 1 | 12 |
| 84 | -0.311626 | 1.703578 | -2.617596 | -0.888264 | 0.335950 | -1.464781 | -1.622742 | -0.736646 | -0.063212 | 3.784243 | -0.044405 | -0.217566 | -0.030856 | -0.061178 | -0.094128 | -0.018868 | 2.980144 | 0.713970 | -0.031832 | -0.543256 | 1 | 12 |